Examination of Experimental Designs and Response Surface Methods for Uncertainty Analysis of Production Forecast: A Niger Delta Case Study

Table 13

Summary table for model ranking.

Ranking measures	Box-Behnken	Response surface methods		Full factorial
		Central composite	D-optimal
Fractional factorial screening	✓	✓	✓	Infeasible
Placket-Burman screening	✓	✓	✓	✓
OVAAT screening	✓	Infeasible	✓	Infeasible
Error analysis	Best	Average	Average	Better
Blind test	Fail	✓	Fail	✓
Correlation -squares	✓	✓	✓	✓

✓ Pass
Infeasible: not practicable due to large number of experimental runs.